In August, the weather in Ocean City is typically hot. Average daily high temperature in August is about 28 degrees above zero. On average, Ocean City has 13 rainy, 9 sunny, 7 partly cloudy, and 2 cloudy days in August. The rains are usually heavy. August as well as January, February, March, and July is considered the most uncomfortable time to visit Ocean City.